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P2: mediumMedium priority — targets v1.0Medium priority — targets v1.0layer: daydreamerBackground consolidation (LTP/LTD, recalc)Background consolidation (LTP/LTD, recalc)
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Why: Strengthen useful connections, decay unused ones. Edge changes alter σ(v) values and can trigger hotpath promotions or evictions.
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P2-B1: Implement
daydreamer/HebbianUpdater.ts- LTP: strengthen edges traversed during successful queries
- LTD: decay all edges by small factor each pass
- Prune: remove edges below threshold; keep Metroid degree within
HotpathPolicy-derived bounds - After LTP/LTD: recompute σ(v) for all nodes whose incident edges changed (via
SalienceEngine.batchComputeSalience) - Run promotion/eviction sweep for changed nodes via
SalienceEngine.runPromotionSweep - Update
MetadataStore.putEdges
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P2-B2: Add Hebbian test coverage
tests/daydreamer/HebbianUpdater.test.ts- Test strengthen increases weight
- Test decay decreases weight
- Test pruning removes weak edges and keeps degree within bounds
- Test that salience is recomputed for changed nodes
- Test that promotion sweep runs after LTP increases salience above weakest resident
Exit Criteria: Edge weights adapt based on usage; salience and hotpath updated accordingly.
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P2: mediumMedium priority — targets v1.0Medium priority — targets v1.0layer: daydreamerBackground consolidation (LTP/LTD, recalc)Background consolidation (LTP/LTD, recalc)